Tools that grade my own work
A ladder of audits, from 1 pull request up to an entire GitHub profile. Each one sits a model in the chair a senior engineer would take, makes it prove every claim against real code, and deletes whatever it cannot defend. The point was never typing faster. It was raising the bar and holding it there, the same way, every time.
A Code Reviewer That Refuses to Nitpick
Most automated review is noise, 40 comments nobody reads. This one hunts the worst mistakes, tries to refute every finding, and posts only the 3 that survive.
10 Lenses on Any Codebase, in 1 Command
I don't trust 'looks good to me', I've shipped bugs that looked good to me. This read-only auditor reverse-engineers any repo and names the 3 fixes that actually matter.
An Auditor That Reads the Epic Before the Sprint Starts
Half of sprint pain is epics that were never ready when planning began. This reads an epic end to end and names what is not ready, on day zero instead of day 3.
A Lens That Maps How Services Actually Talk
1 repo's architecture is easy to see. The real architecture lives in the gaps between 5 repos, and nobody writes it down. This reads all of them at once.
A QA Lead and a Hiring Manager for 1 Portfolio
A dead link on your portfolio during a job hunt is a silent no. This reads the site like a hiring manager and stress-tests it like a QA lead.
A Tool That Reads Your GitHub the Way a Staff Interviewer Does
A recruiter spends about 30 seconds on your GitHub. This reads the whole profile the way a hiring manager would, and grades it without flattering you.
An AI That Ships Security Fixes Strangers Actually Merge
Most AI security demos stop at finding the bug. The hard part is the pull request a maintainer merges. Here is how it works, and 1 run start to finish.
A Tool That Reverse-Engineers How Any App Was Built
Reading someone else's codebase is detective work. This infiltrates any repo and reports how it was built, with every claim pinned to a real line of code.